Saha Enakshi, Guebila Marouen Ben, Fanfani Viola, Fischer Jonas, Shutta Katherine H, Mandros Panagiotis, DeMeo Dawn L, Quackenbush John, Lopes-Ramos Camila M
Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA.
Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA 02115.
bioRxiv. 2023 Sep 24:2023.09.22.559001. doi: 10.1101/2023.09.22.559001.
Lung adenocarcinoma (LUAD) has been observed to have significant sex differences in incidence, prognosis, and response to therapy. However, the molecular mechanisms responsible for these disparities have not been investigated extensively. Sample-specific gene regulatory network methods were used to analyze RNA sequencing data from non-cancerous human lung samples from The Genotype Tissue Expression Project (GTEx) and lung adenocarcinoma primary tumor samples from The Cancer Genome Atlas (TCGA); results were validated on independent data. We observe that genes associated with key biological pathways including cell proliferation, immune response and drug metabolism are differentially regulated between males and females in both healthy lung tissue, as well as in tumor, and that these regulatory differences are further perturbed by tobacco smoking. We also uncovered significant sex bias in transcription factor targeting patterns of clinically actionable oncogenes and tumor suppressor genes, including and . Using differentially regulated genes between healthy and tumor samples in conjunction with a drug repurposing tool, we identified several small-molecule drugs that might have sex-biased efficacy as cancer therapeutics and further validated this observation using an independent cell line database. These findings underscore the importance of including sex as a biological variable and considering gene regulatory processes in developing strategies for disease prevention and management.
已观察到肺腺癌(LUAD)在发病率、预后和对治疗的反应方面存在显著的性别差异。然而,导致这些差异的分子机制尚未得到广泛研究。使用样本特异性基因调控网络方法分析来自基因型组织表达项目(GTEx)的非癌性人肺样本和来自癌症基因组图谱(TCGA)的肺腺癌原发肿瘤样本的RNA测序数据;结果在独立数据上得到验证。我们观察到,在健康肺组织以及肿瘤中,与包括细胞增殖、免疫反应和药物代谢在内的关键生物学途径相关的基因在男性和女性之间存在差异调节,并且这些调节差异会因吸烟而进一步受到干扰。我们还发现临床可操作的癌基因和肿瘤抑制基因的转录因子靶向模式存在显著的性别偏差,包括[此处原文缺失具体基因名称]。利用健康样本和肿瘤样本之间差异调节的基因,结合药物重新利用工具,我们鉴定出几种可能作为癌症治疗药物具有性别偏向疗效的小分子药物,并使用独立的细胞系数据库进一步验证了这一观察结果。这些发现强调了将性别作为生物学变量并在制定疾病预防和管理策略时考虑基因调控过程的重要性。